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. 2020 Nov 22;12(6):1311–1320. doi: 10.1007/s12551-020-00776-4

Table 3.

Performance on MNIST shows test error (Chen et al. 2018)

Test error Number of Params Memory Time
Multilayer perceptron 1.6% 0.2 M
Residual neural network 0.4% 0.6 M Order (L) Order (L)
RK-Net 0.5% 0.2 M Order (L) Order (L)
ODE-Net 0.4% 0.2 M Order (1) Order (L)